Dataset statistics
| Number of variables | 26 |
|---|---|
| Number of observations | 203 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 42.8 KiB |
| Average record size in memory | 216.0 B |
Variable types
| Numeric | 15 |
|---|---|
| Categorical | 11 |
modèle has a high cardinality: 141 distinct values | High cardinality |
etat_de_route is highly overall correlated with empattement and 2 other fields | High correlation |
empattement is highly overall correlated with etat_de_route and 11 other fields | High correlation |
longueur is highly overall correlated with empattement and 9 other fields | High correlation |
largeur is highly overall correlated with empattement and 10 other fields | High correlation |
hauteur is highly overall correlated with etat_de_route and 3 other fields | High correlation |
poids_vehicule is highly overall correlated with empattement and 8 other fields | High correlation |
taille_moteur is highly overall correlated with empattement and 12 other fields | High correlation |
taux_alésage is highly overall correlated with empattement and 9 other fields | High correlation |
course is highly overall correlated with emplacement_moteur and 1 other fields | High correlation |
taux_compression is highly overall correlated with carburant and 3 other fields | High correlation |
chevaux is highly overall correlated with empattement and 11 other fields | High correlation |
tour_moteur is highly overall correlated with carburant | High correlation |
consommation_ville is highly overall correlated with longueur and 7 other fields | High correlation |
consommation_autoroute is highly overall correlated with empattement and 8 other fields | High correlation |
prix is highly overall correlated with empattement and 8 other fields | High correlation |
carburant is highly overall correlated with taux_compression and 2 other fields | High correlation |
turbo is highly overall correlated with taux_compression and 1 other fields | High correlation |
nombre_portes is highly overall correlated with etat_de_route and 2 other fields | High correlation |
type_vehicule is highly overall correlated with nombre_portes | High correlation |
roues_motrices is highly overall correlated with marque | High correlation |
emplacement_moteur is highly overall correlated with empattement and 4 other fields | High correlation |
type_moteur is highly overall correlated with taille_moteur and 3 other fields | High correlation |
nombre_cylindres is highly overall correlated with largeur and 5 other fields | High correlation |
systeme_carburant is highly overall correlated with taux_compression and 2 other fields | High correlation |
marque is highly overall correlated with empattement and 8 other fields | High correlation |
carburant is highly imbalanced (53.6%) | Imbalance |
emplacement_moteur is highly imbalanced (88.9%) | Imbalance |
nombre_cylindres is highly imbalanced (57.3%) | Imbalance |
modèle is uniformly distributed | Uniform |
etat_de_route has 66 (32.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-04-28 12:15:47.065197 |
|---|---|
| Analysis finished | 2023-04-28 12:16:11.939999 |
| Duration | 24.87 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
etat_de_route
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 6 |
|---|---|
| Distinct (%) | 3.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.83251232 |
| Minimum | -2 |
|---|---|
| Maximum | 3 |
| Zeros | 66 |
| Zeros (%) | 32.5% |
| Negative | 25 |
| Negative (%) | 12.3% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | -2 |
|---|---|
| 5-th percentile | -1 |
| Q1 | 0 |
| median | 1 |
| Q3 | 2 |
| 95-th percentile | 3 |
| Maximum | 3 |
| Range | 5 |
| Interquartile range (IQR) | 2 |
Descriptive statistics
| Standard deviation | 1.2473842 |
|---|---|
| Coefficient of variation (CV) | 1.4983373 |
| Kurtosis | -0.67225171 |
| Mean | 0.83251232 |
| Median Absolute Deviation (MAD) | 1 |
| Skewness | 0.2135015 |
| Sum | 169 |
| Variance | 1.5559674 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=6)
| Value | Count | Frequency (%) |
| 0 | 66 | |
| 1 | 54 | |
| 2 | 31 | |
| 3 | 27 | |
| -1 | 22 | 10.8% |
| -2 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| -2 | 3 | 1.5% |
| -1 | 22 | 10.8% |
| 0 | 66 | |
| 1 | 54 | |
| 2 | 31 | |
| 3 | 27 |
| Value | Count | Frequency (%) |
| 3 | 27 | |
| 2 | 31 | |
| 1 | 54 | |
| 0 | 66 | |
| -1 | 22 | 10.8% |
| -2 | 3 | 1.5% |
carburant
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| essence | |
|---|---|
| diesel |
Length
| Max length | 7 |
|---|---|
| Median length | 7 |
| Mean length | 6.9014778 |
| Min length | 6 |
Characters and Unicode
| Total characters | 1401 |
|---|---|
| Distinct characters | 7 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | essence |
|---|---|
| 2nd row | essence |
| 3rd row | essence |
| 4th row | essence |
| 5th row | essence |
Common Values
| Value | Count | Frequency (%) |
| essence | 183 | |
| diesel | 20 | 9.9% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| essence | 183 | |
| diesel | 20 | 9.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 589 | |
| s | 386 | |
| n | 183 | 13.1% |
| c | 183 | 13.1% |
| d | 20 | 1.4% |
| i | 20 | 1.4% |
| l | 20 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1401 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 589 | |
| s | 386 | |
| n | 183 | 13.1% |
| c | 183 | 13.1% |
| d | 20 | 1.4% |
| i | 20 | 1.4% |
| l | 20 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1401 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 589 | |
| s | 386 | |
| n | 183 | 13.1% |
| c | 183 | 13.1% |
| d | 20 | 1.4% |
| i | 20 | 1.4% |
| l | 20 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1401 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 589 | |
| s | 386 | |
| n | 183 | 13.1% |
| c | 183 | 13.1% |
| d | 20 | 1.4% |
| i | 20 | 1.4% |
| l | 20 | 1.4% |
turbo
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| atmosphérique | |
|---|---|
| turbo |
Length
| Max length | 13 |
|---|---|
| Median length | 13 |
| Mean length | 11.541872 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2343 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | atmosphérique |
|---|---|
| 2nd row | atmosphérique |
| 3rd row | atmosphérique |
| 4th row | atmosphérique |
| 5th row | atmosphérique |
Common Values
| Value | Count | Frequency (%) |
| atmosphérique | 166 | |
| turbo | 37 | 18.2% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| atmosphérique | 166 | |
| turbo | 37 | 18.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| t | 203 | 8.7% |
| o | 203 | 8.7% |
| r | 203 | 8.7% |
| u | 203 | 8.7% |
| a | 166 | 7.1% |
| m | 166 | 7.1% |
| s | 166 | 7.1% |
| p | 166 | 7.1% |
| h | 166 | 7.1% |
| é | 166 | 7.1% |
| Other values (4) | 535 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 2343 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| t | 203 | 8.7% |
| o | 203 | 8.7% |
| r | 203 | 8.7% |
| u | 203 | 8.7% |
| a | 166 | 7.1% |
| m | 166 | 7.1% |
| s | 166 | 7.1% |
| p | 166 | 7.1% |
| h | 166 | 7.1% |
| é | 166 | 7.1% |
| Other values (4) | 535 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2343 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| t | 203 | 8.7% |
| o | 203 | 8.7% |
| r | 203 | 8.7% |
| u | 203 | 8.7% |
| a | 166 | 7.1% |
| m | 166 | 7.1% |
| s | 166 | 7.1% |
| p | 166 | 7.1% |
| h | 166 | 7.1% |
| é | 166 | 7.1% |
| Other values (4) | 535 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2177 | |
| None | 166 | 7.1% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| t | 203 | |
| o | 203 | |
| r | 203 | |
| u | 203 | |
| a | 166 | |
| m | 166 | |
| s | 166 | |
| p | 166 | |
| h | 166 | |
| i | 166 | |
| Other values (3) | 369 |
None
| Value | Count | Frequency (%) |
| é | 166 |
nombre_portes
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| quatre | |
|---|---|
| deux |
Length
| Max length | 6 |
|---|---|
| Median length | 6 |
| Mean length | 5.1231527 |
| Min length | 4 |
Characters and Unicode
| Total characters | 1040 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | deux |
|---|---|
| 2nd row | deux |
| 3rd row | deux |
| 4th row | quatre |
| 5th row | quatre |
Common Values
| Value | Count | Frequency (%) |
| quatre | 114 | |
| deux | 89 |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| quatre | 114 | |
| deux | 89 |
Most occurring characters
| Value | Count | Frequency (%) |
| u | 203 | |
| e | 203 | |
| q | 114 | |
| a | 114 | |
| t | 114 | |
| r | 114 | |
| d | 89 | |
| x | 89 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1040 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| u | 203 | |
| e | 203 | |
| q | 114 | |
| a | 114 | |
| t | 114 | |
| r | 114 | |
| d | 89 | |
| x | 89 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1040 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| u | 203 | |
| e | 203 | |
| q | 114 | |
| a | 114 | |
| t | 114 | |
| r | 114 | |
| d | 89 | |
| x | 89 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1040 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| u | 203 | |
| e | 203 | |
| q | 114 | |
| a | 114 | |
| t | 114 | |
| r | 114 | |
| d | 89 | |
| x | 89 |
type_vehicule
Categorical
| Distinct | 5 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| berline | |
|---|---|
| berline compacte | |
| break | |
| hardtop | 8 |
| convertible | 6 |
Length
| Max length | 16 |
|---|---|
| Median length | 7 |
| Mean length | 9.9310345 |
| Min length | 5 |
Characters and Unicode
| Total characters | 2016 |
|---|---|
| Distinct characters | 17 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | convertible |
|---|---|
| 2nd row | convertible |
| 3rd row | berline compacte |
| 4th row | berline |
| 5th row | berline |
Common Values
| Value | Count | Frequency (%) |
| berline | 95 | |
| berline compacte | 69 | |
| break | 25 | 12.3% |
| hardtop | 8 | 3.9% |
| convertible | 6 | 3.0% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| berline | 164 | |
| compacte | 69 | |
| break | 25 | 9.2% |
| hardtop | 8 | 2.9% |
| convertible | 6 | 2.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| e | 434 | |
| r | 203 | |
| b | 195 | |
| l | 170 | 8.4% |
| i | 170 | 8.4% |
| n | 170 | 8.4% |
| c | 144 | 7.1% |
| a | 102 | 5.1% |
| t | 83 | 4.1% |
| o | 83 | 4.1% |
| Other values (7) | 262 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1947 | |
| Space Separator | 69 | 3.4% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| e | 434 | |
| r | 203 | |
| b | 195 | |
| l | 170 | 8.7% |
| i | 170 | 8.7% |
| n | 170 | 8.7% |
| c | 144 | 7.4% |
| a | 102 | 5.2% |
| t | 83 | 4.3% |
| o | 83 | 4.3% |
| Other values (6) | 193 |
Space Separator
| Value | Count | Frequency (%) |
| 69 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1947 | |
| Common | 69 | 3.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| e | 434 | |
| r | 203 | |
| b | 195 | |
| l | 170 | 8.7% |
| i | 170 | 8.7% |
| n | 170 | 8.7% |
| c | 144 | 7.4% |
| a | 102 | 5.2% |
| t | 83 | 4.3% |
| o | 83 | 4.3% |
| Other values (6) | 193 |
Common
| Value | Count | Frequency (%) |
| 69 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2016 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| e | 434 | |
| r | 203 | |
| b | 195 | |
| l | 170 | 8.4% |
| i | 170 | 8.4% |
| n | 170 | 8.4% |
| c | 144 | 7.1% |
| a | 102 | 5.1% |
| t | 83 | 4.1% |
| o | 83 | 4.1% |
| Other values (7) | 262 |
roues_motrices
Categorical
| Distinct | 3 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| traction | |
|---|---|
| propulsion | |
| quatre roues motrices | 9 |
Length
| Max length | 21 |
|---|---|
| Median length | 8 |
| Mean length | 9.3251232 |
| Min length | 8 |
Characters and Unicode
| Total characters | 1893 |
|---|---|
| Distinct characters | 15 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | propulsion |
|---|---|
| 2nd row | propulsion |
| 3rd row | propulsion |
| 4th row | traction |
| 5th row | quatre roues motrices |
Common Values
| Value | Count | Frequency (%) |
| traction | 118 | |
| propulsion | 76 | |
| quatre roues motrices | 9 | 4.4% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| traction | 118 | |
| propulsion | 76 | |
| quatre | 9 | 4.1% |
| roues | 9 | 4.1% |
| motrices | 9 | 4.1% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 288 | |
| t | 254 | |
| r | 221 | |
| i | 203 | |
| n | 194 | |
| p | 152 | |
| a | 127 | |
| c | 127 | |
| u | 94 | 5.0% |
| s | 94 | 5.0% |
| Other values (5) | 139 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1875 | |
| Space Separator | 18 | 1.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 288 | |
| t | 254 | |
| r | 221 | |
| i | 203 | |
| n | 194 | |
| p | 152 | |
| a | 127 | |
| c | 127 | |
| u | 94 | 5.0% |
| s | 94 | 5.0% |
| Other values (4) | 121 |
Space Separator
| Value | Count | Frequency (%) |
| 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1875 | |
| Common | 18 | 1.0% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 288 | |
| t | 254 | |
| r | 221 | |
| i | 203 | |
| n | 194 | |
| p | 152 | |
| a | 127 | |
| c | 127 | |
| u | 94 | 5.0% |
| s | 94 | 5.0% |
| Other values (4) | 121 |
Common
| Value | Count | Frequency (%) |
| 18 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1893 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 288 | |
| t | 254 | |
| r | 221 | |
| i | 203 | |
| n | 194 | |
| p | 152 | |
| a | 127 | |
| c | 127 | |
| u | 94 | 5.0% |
| s | 94 | 5.0% |
| Other values (5) | 139 |
emplacement_moteur
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 2 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| avant | |
|---|---|
| arrière | 3 |
Length
| Max length | 7 |
|---|---|
| Median length | 5 |
| Mean length | 5.0295567 |
| Min length | 5 |
Characters and Unicode
| Total characters | 1021 |
|---|---|
| Distinct characters | 8 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | avant |
|---|---|
| 2nd row | avant |
| 3rd row | avant |
| 4th row | avant |
| 5th row | avant |
Common Values
| Value | Count | Frequency (%) |
| avant | 200 | |
| arrière | 3 | 1.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| avant | 200 | |
| arrière | 3 | 1.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| a | 403 | |
| v | 200 | |
| n | 200 | |
| t | 200 | |
| r | 9 | 0.9% |
| i | 3 | 0.3% |
| è | 3 | 0.3% |
| e | 3 | 0.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1021 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 403 | |
| v | 200 | |
| n | 200 | |
| t | 200 | |
| r | 9 | 0.9% |
| i | 3 | 0.3% |
| è | 3 | 0.3% |
| e | 3 | 0.3% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1021 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 403 | |
| v | 200 | |
| n | 200 | |
| t | 200 | |
| r | 9 | 0.9% |
| i | 3 | 0.3% |
| è | 3 | 0.3% |
| e | 3 | 0.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1018 | |
| None | 3 | 0.3% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| a | 403 | |
| v | 200 | |
| n | 200 | |
| t | 200 | |
| r | 9 | 0.9% |
| i | 3 | 0.3% |
| e | 3 | 0.3% |
None
| Value | Count | Frequency (%) |
| è | 3 |
empattement
Real number (ℝ)
| Distinct | 53 |
|---|---|
| Distinct (%) | 26.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 98.789163 |
| Minimum | 86.6 |
|---|---|
| Maximum | 120.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 86.6 |
|---|---|
| 5-th percentile | 93.01 |
| Q1 | 94.5 |
| median | 97 |
| Q3 | 102.4 |
| 95-th percentile | 110 |
| Maximum | 120.9 |
| Range | 34.3 |
| Interquartile range (IQR) | 7.9 |
Descriptive statistics
| Standard deviation | 6.0399643 |
|---|---|
| Coefficient of variation (CV) | 0.061139949 |
| Kurtosis | 0.9832542 |
| Mean | 98.789163 |
| Median Absolute Deviation (MAD) | 2.7 |
| Skewness | 1.0378384 |
| Sum | 20054.2 |
| Variance | 36.481169 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 94.5 | 21 | 10.3% |
| 93.7 | 19 | 9.4% |
| 95.7 | 13 | 6.4% |
| 96.5 | 8 | 3.9% |
| 98.4 | 7 | 3.4% |
| 97.3 | 7 | 3.4% |
| 98.8 | 6 | 3.0% |
| 96.3 | 6 | 3.0% |
| 99.1 | 6 | 3.0% |
| 107.9 | 6 | 3.0% |
| Other values (43) | 104 |
| Value | Count | Frequency (%) |
| 86.6 | 2 | 1.0% |
| 88.4 | 1 | 0.5% |
| 88.6 | 2 | 1.0% |
| 89.5 | 3 | 1.5% |
| 91.3 | 2 | 1.0% |
| 93 | 1 | 0.5% |
| 93.1 | 5 | 2.5% |
| 93.3 | 1 | 0.5% |
| 93.7 | 19 | |
| 94.3 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 120.9 | 1 | 0.5% |
| 115.6 | 2 | 1.0% |
| 114.2 | 4 | |
| 113 | 2 | 1.0% |
| 112 | 1 | 0.5% |
| 110 | 3 | |
| 109.1 | 5 | |
| 108 | 1 | 0.5% |
| 107.9 | 6 | |
| 106.7 | 1 | 0.5% |
longueur
Real number (ℝ)
| Distinct | 74 |
|---|---|
| Distinct (%) | 36.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 174.14384 |
| Minimum | 141.1 |
|---|---|
| Maximum | 208.1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 141.1 |
|---|---|
| 5-th percentile | 157.3 |
| Q1 | 166.55 |
| median | 173.2 |
| Q3 | 183.3 |
| 95-th percentile | 196.68 |
| Maximum | 208.1 |
| Range | 67 |
| Interquartile range (IQR) | 16.75 |
Descriptive statistics
| Standard deviation | 12.338152 |
|---|---|
| Coefficient of variation (CV) | 0.07085035 |
| Kurtosis | -0.078004548 |
| Mean | 174.14384 |
| Median Absolute Deviation (MAD) | 6.9 |
| Skewness | 0.14770384 |
| Sum | 35351.2 |
| Variance | 152.23 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 157.3 | 15 | 7.4% |
| 188.8 | 11 | 5.4% |
| 171.7 | 7 | 3.4% |
| 186.7 | 7 | 3.4% |
| 166.3 | 7 | 3.4% |
| 165.3 | 6 | 3.0% |
| 177.8 | 6 | 3.0% |
| 176.2 | 6 | 3.0% |
| 186.6 | 6 | 3.0% |
| 176.8 | 5 | 2.5% |
| Other values (64) | 127 |
| Value | Count | Frequency (%) |
| 141.1 | 1 | 0.5% |
| 144.6 | 2 | 1.0% |
| 150 | 3 | 1.5% |
| 155.9 | 3 | 1.5% |
| 157.1 | 1 | 0.5% |
| 157.3 | 15 | |
| 157.9 | 1 | 0.5% |
| 158.7 | 3 | 1.5% |
| 158.8 | 1 | 0.5% |
| 159.1 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 208.1 | 1 | 0.5% |
| 202.6 | 2 | |
| 199.6 | 2 | |
| 199.2 | 1 | 0.5% |
| 198.9 | 4 | |
| 197 | 1 | 0.5% |
| 193.8 | 1 | 0.5% |
| 192.7 | 3 | |
| 191.7 | 1 | 0.5% |
| 190.9 | 2 |
largeur
Real number (ℝ)
| Distinct | 43 |
|---|---|
| Distinct (%) | 21.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 65.92266 |
| Minimum | 60.3 |
|---|---|
| Maximum | 72.3 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 60.3 |
|---|---|
| 5-th percentile | 63.6 |
| Q1 | 64.1 |
| median | 65.5 |
| Q3 | 66.9 |
| 95-th percentile | 70.48 |
| Maximum | 72.3 |
| Range | 12 |
| Interquartile range (IQR) | 2.8 |
Descriptive statistics
| Standard deviation | 2.1482157 |
|---|---|
| Coefficient of variation (CV) | 0.032586908 |
| Kurtosis | 0.68426717 |
| Mean | 65.92266 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | 0.89627581 |
| Sum | 13382.3 |
| Variance | 4.6148305 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=43)
| Value | Count | Frequency (%) |
| 63.8 | 24 | 11.8% |
| 66.5 | 23 | 11.3% |
| 65.4 | 14 | 6.9% |
| 63.6 | 11 | 5.4% |
| 68.4 | 10 | 4.9% |
| 64.4 | 10 | 4.9% |
| 64 | 9 | 4.4% |
| 65.5 | 8 | 3.9% |
| 65.2 | 7 | 3.4% |
| 65.6 | 6 | 3.0% |
| Other values (33) | 81 |
| Value | Count | Frequency (%) |
| 60.3 | 1 | 0.5% |
| 61.8 | 1 | 0.5% |
| 62.5 | 1 | 0.5% |
| 63.6 | 11 | |
| 63.8 | 24 | |
| 63.9 | 3 | 1.5% |
| 64 | 9 | 4.4% |
| 64.1 | 2 | 1.0% |
| 64.2 | 6 | 3.0% |
| 64.4 | 10 |
| Value | Count | Frequency (%) |
| 72.3 | 1 | 0.5% |
| 72 | 1 | 0.5% |
| 71.7 | 3 | |
| 71.4 | 3 | |
| 70.9 | 1 | 0.5% |
| 70.6 | 1 | 0.5% |
| 70.5 | 1 | 0.5% |
| 70.3 | 3 | |
| 69.6 | 2 | |
| 68.9 | 4 |
hauteur
Real number (ℝ)
| Distinct | 49 |
|---|---|
| Distinct (%) | 24.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 53.731034 |
| Minimum | 47.8 |
|---|---|
| Maximum | 59.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 47.8 |
|---|---|
| 5-th percentile | 49.7 |
| Q1 | 52 |
| median | 54.1 |
| Q3 | 55.5 |
| 95-th percentile | 57.5 |
| Maximum | 59.8 |
| Range | 12 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.4540676 |
|---|---|
| Coefficient of variation (CV) | 0.045673188 |
| Kurtosis | -0.4635424 |
| Mean | 53.731034 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.055956321 |
| Sum | 10907.4 |
| Variance | 6.0224479 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=49)
| Value | Count | Frequency (%) |
| 50.8 | 14 | 6.9% |
| 55.7 | 12 | 5.9% |
| 52 | 12 | 5.9% |
| 54.5 | 10 | 4.9% |
| 54.1 | 10 | 4.9% |
| 55.5 | 9 | 4.4% |
| 54.3 | 8 | 3.9% |
| 56.7 | 8 | 3.9% |
| 56.1 | 7 | 3.4% |
| 52.6 | 7 | 3.4% |
| Other values (39) | 106 |
| Value | Count | Frequency (%) |
| 47.8 | 1 | 0.5% |
| 48.8 | 2 | 1.0% |
| 49.4 | 2 | 1.0% |
| 49.6 | 4 | 2.0% |
| 49.7 | 3 | 1.5% |
| 50.2 | 6 | |
| 50.5 | 2 | 1.0% |
| 50.6 | 5 | 2.5% |
| 50.8 | 14 | |
| 51 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 59.8 | 2 | 1.0% |
| 59.1 | 3 | 1.5% |
| 58.7 | 4 | |
| 58.3 | 1 | 0.5% |
| 57.5 | 3 | 1.5% |
| 56.7 | 8 | |
| 56.5 | 2 | 1.0% |
| 56.3 | 2 | 1.0% |
| 56.2 | 3 | 1.5% |
| 56.1 | 7 |
poids_vehicule
Real number (ℝ)
| Distinct | 170 |
|---|---|
| Distinct (%) | 83.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2560.0788 |
| Minimum | 1488 |
|---|---|
| Maximum | 4066 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 1488 |
|---|---|
| 5-th percentile | 1900.5 |
| Q1 | 2179.5 |
| median | 2420 |
| Q3 | 2943.5 |
| 95-th percentile | 3504 |
| Maximum | 4066 |
| Range | 2578 |
| Interquartile range (IQR) | 764 |
Descriptive statistics
| Standard deviation | 521.22148 |
|---|---|
| Coefficient of variation (CV) | 0.20359587 |
| Kurtosis | -0.05577188 |
| Mean | 2560.0788 |
| Median Absolute Deviation (MAD) | 391 |
| Skewness | 0.66684143 |
| Sum | 519696 |
| Variance | 271671.84 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 2385 | 4 | 2.0% |
| 1989 | 3 | 1.5% |
| 1918 | 3 | 1.5% |
| 2275 | 3 | 1.5% |
| 2548 | 2 | 1.0% |
| 2191 | 2 | 1.0% |
| 2535 | 2 | 1.0% |
| 2024 | 2 | 1.0% |
| 2414 | 2 | 1.0% |
| 4066 | 2 | 1.0% |
| Other values (160) | 178 |
| Value | Count | Frequency (%) |
| 1488 | 1 | |
| 1713 | 1 | |
| 1819 | 1 | |
| 1837 | 1 | |
| 1874 | 2 | |
| 1876 | 2 | |
| 1889 | 1 | |
| 1890 | 1 | |
| 1900 | 1 | |
| 1905 | 1 |
| Value | Count | Frequency (%) |
| 4066 | 2 | |
| 3950 | 1 | |
| 3900 | 1 | |
| 3770 | 1 | |
| 3750 | 1 | |
| 3740 | 1 | |
| 3715 | 1 | |
| 3685 | 1 | |
| 3515 | 1 | |
| 3505 | 1 |
type_moteur
Categorical
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| ohc | |
|---|---|
| ohcv | 13 |
| ohcf | 13 |
| dohc | 12 |
| l | 12 |
| Other values (2) | 5 |
Length
| Max length | 5 |
|---|---|
| Median length | 3 |
| Mean length | 3.1182266 |
| Min length | 1 |
Characters and Unicode
| Total characters | 633 |
|---|---|
| Distinct characters | 9 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 1 ? |
|---|---|
| Unique (%) | 0.5% |
Sample
| 1st row | dohc |
|---|---|
| 2nd row | dohc |
| 3rd row | ohcv |
| 4th row | ohc |
| 5th row | ohc |
Common Values
| Value | Count | Frequency (%) |
| ohc | 148 | |
| ohcv | 13 | 6.4% |
| ohcf | 13 | 6.4% |
| dohc | 12 | 5.9% |
| l | 12 | 5.9% |
| rotor | 4 | 2.0% |
| dohcv | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| ohc | 148 | |
| ohcv | 13 | 6.4% |
| ohcf | 13 | 6.4% |
| dohc | 12 | 5.9% |
| l | 12 | 5.9% |
| rotor | 4 | 2.0% |
| dohcv | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 195 | |
| h | 187 | |
| c | 187 | |
| v | 14 | 2.2% |
| f | 13 | 2.1% |
| d | 13 | 2.1% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 633 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 195 | |
| h | 187 | |
| c | 187 | |
| v | 14 | 2.2% |
| f | 13 | 2.1% |
| d | 13 | 2.1% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 633 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 195 | |
| h | 187 | |
| c | 187 | |
| v | 14 | 2.2% |
| f | 13 | 2.1% |
| d | 13 | 2.1% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 633 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 195 | |
| h | 187 | |
| c | 187 | |
| v | 14 | 2.2% |
| f | 13 | 2.1% |
| d | 13 | 2.1% |
| l | 12 | 1.9% |
| r | 8 | 1.3% |
| t | 4 | 0.6% |
nombre_cylindres
Categorical
HIGH CORRELATION IMBALANCE
| Distinct | 7 |
|---|---|
| Distinct (%) | 3.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| four | |
|---|---|
| six | |
| five | 11 |
| eight | 5 |
| two | 4 |
| Other values (2) | 2 |
Length
| Max length | 6 |
|---|---|
| Median length | 4 |
| Mean length | 3.9014778 |
| Min length | 3 |
Characters and Unicode
| Total characters | 792 |
|---|---|
| Distinct characters | 14 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | four |
|---|---|
| 2nd row | four |
| 3rd row | six |
| 4th row | four |
| 5th row | five |
Common Values
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.8% |
| five | 11 | 5.4% |
| eight | 5 | 2.5% |
| two | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| four | 157 | |
| six | 24 | 11.8% |
| five | 11 | 5.4% |
| eight | 5 | 2.5% |
| two | 4 | 2.0% |
| three | 1 | 0.5% |
| twelve | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| f | 168 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 40 | 5.1% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 792 |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| f | 168 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 40 | 5.1% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 792 |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| f | 168 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 40 | 5.1% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 792 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| f | 168 | |
| o | 161 | |
| r | 158 | |
| u | 157 | |
| i | 40 | 5.1% |
| s | 24 | 3.0% |
| x | 24 | 3.0% |
| e | 20 | 2.5% |
| v | 12 | 1.5% |
| t | 11 | 1.4% |
| Other values (4) | 17 | 2.1% |
taille_moteur
Real number (ℝ)
| Distinct | 44 |
|---|---|
| Distinct (%) | 21.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 127.14778 |
| Minimum | 61 |
|---|---|
| Maximum | 326 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 61 |
|---|---|
| 5-th percentile | 90 |
| Q1 | 97.5 |
| median | 120 |
| Q3 | 143 |
| 95-th percentile | 202.1 |
| Maximum | 326 |
| Range | 265 |
| Interquartile range (IQR) | 45.5 |
Descriptive statistics
| Standard deviation | 41.773527 |
|---|---|
| Coefficient of variation (CV) | 0.3285431 |
| Kurtosis | 5.2380141 |
| Mean | 127.14778 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 1.9335616 |
| Sum | 25811 |
| Variance | 1745.0276 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=44)
| Value | Count | Frequency (%) |
| 122 | 15 | 7.4% |
| 92 | 15 | 7.4% |
| 98 | 14 | 6.9% |
| 97 | 13 | 6.4% |
| 90 | 12 | 5.9% |
| 108 | 12 | 5.9% |
| 110 | 12 | 5.9% |
| 109 | 8 | 3.9% |
| 120 | 7 | 3.4% |
| 141 | 7 | 3.4% |
| Other values (34) | 88 |
| Value | Count | Frequency (%) |
| 61 | 1 | 0.5% |
| 70 | 3 | 1.5% |
| 79 | 1 | 0.5% |
| 80 | 1 | 0.5% |
| 90 | 12 | |
| 91 | 5 | 2.5% |
| 92 | 15 | |
| 97 | 13 | |
| 98 | 14 | |
| 103 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 326 | 1 | 0.5% |
| 308 | 1 | 0.5% |
| 304 | 1 | 0.5% |
| 258 | 2 | 1.0% |
| 234 | 2 | 1.0% |
| 209 | 3 | |
| 203 | 1 | 0.5% |
| 194 | 3 | |
| 183 | 4 | |
| 181 | 6 |
systeme_carburant
Categorical
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| mpfi | |
|---|---|
| 2bbl | |
| idi | |
| 1bbl | |
| spdi | 9 |
| Other values (3) | 5 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 3.8965517 |
| Min length | 3 |
Characters and Unicode
| Total characters | 791 |
|---|---|
| Distinct characters | 11 |
| Distinct categories | 2 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 1.0% |
Sample
| 1st row | mpfi |
|---|---|
| 2nd row | mpfi |
| 3rd row | mpfi |
| 4th row | mpfi |
| 5th row | mpfi |
Common Values
| Value | Count | Frequency (%) |
| mpfi | 94 | |
| 2bbl | 64 | |
| idi | 20 | 9.9% |
| 1bbl | 11 | 5.4% |
| spdi | 9 | 4.4% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| mpfi | 94 | |
| 2bbl | 64 | |
| idi | 20 | 9.9% |
| 1bbl | 11 | 5.4% |
| spdi | 9 | 4.4% |
| 4bbl | 3 | 1.5% |
| mfi | 1 | 0.5% |
| spfi | 1 | 0.5% |
Most occurring characters
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 713 | |
| Decimal Number | 78 | 9.9% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 78 | |
| d | 29 | 4.1% |
| s | 10 | 1.4% |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 64 | |
| 1 | 11 | 14.1% |
| 4 | 3 | 3.8% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 713 | |
| Common | 78 | 9.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 78 | |
| d | 29 | 4.1% |
| s | 10 | 1.4% |
Common
| Value | Count | Frequency (%) |
| 2 | 64 | |
| 1 | 11 | 14.1% |
| 4 | 3 | 3.8% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 791 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| b | 156 | |
| i | 145 | |
| p | 104 | |
| f | 96 | |
| m | 95 | |
| l | 78 | |
| 2 | 64 | |
| d | 29 | 3.7% |
| 1 | 11 | 1.4% |
| s | 10 | 1.3% |
taux_alésage
Real number (ℝ)
| Distinct | 38 |
|---|---|
| Distinct (%) | 18.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.3268966 |
| Minimum | 2.54 |
|---|---|
| Maximum | 3.94 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.54 |
|---|---|
| 5-th percentile | 2.97 |
| Q1 | 3.15 |
| median | 3.31 |
| Q3 | 3.58 |
| 95-th percentile | 3.78 |
| Maximum | 3.94 |
| Range | 1.4 |
| Interquartile range (IQR) | 0.43 |
Descriptive statistics
| Standard deviation | 0.27062949 |
|---|---|
| Coefficient of variation (CV) | 0.081345929 |
| Kurtosis | -0.76767189 |
| Mean | 3.3268966 |
| Median Absolute Deviation (MAD) | 0.23 |
| Skewness | 0.040086683 |
| Sum | 675.36 |
| Variance | 0.073240321 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=38)
| Value | Count | Frequency (%) |
| 3.62 | 21 | 10.3% |
| 3.19 | 20 | 9.9% |
| 3.15 | 15 | 7.4% |
| 3.03 | 12 | 5.9% |
| 2.97 | 12 | 5.9% |
| 3.46 | 9 | 4.4% |
| 3.31 | 8 | 3.9% |
| 3.43 | 8 | 3.9% |
| 3.78 | 8 | 3.9% |
| 3.27 | 7 | 3.4% |
| Other values (28) | 83 |
| Value | Count | Frequency (%) |
| 2.54 | 1 | 0.5% |
| 2.68 | 1 | 0.5% |
| 2.91 | 7 | |
| 2.92 | 1 | 0.5% |
| 2.97 | 12 | |
| 2.99 | 1 | 0.5% |
| 3.01 | 5 | |
| 3.03 | 12 | |
| 3.05 | 6 | |
| 3.08 | 1 | 0.5% |
| Value | Count | Frequency (%) |
| 3.94 | 2 | 1.0% |
| 3.8 | 2 | 1.0% |
| 3.78 | 8 | 3.9% |
| 3.76 | 1 | 0.5% |
| 3.74 | 3 | 1.5% |
| 3.7 | 5 | 2.5% |
| 3.63 | 2 | 1.0% |
| 3.62 | 21 | |
| 3.61 | 1 | 0.5% |
| 3.6 | 1 | 0.5% |
course
Real number (ℝ)
| Distinct | 36 |
|---|---|
| Distinct (%) | 17.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.2628571 |
| Minimum | 2.07 |
|---|---|
| Maximum | 4.17 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 2.07 |
|---|---|
| 5-th percentile | 2.64 |
| Q1 | 3.11 |
| median | 3.29 |
| Q3 | 3.41 |
| 95-th percentile | 3.64 |
| Maximum | 4.17 |
| Range | 2.1 |
| Interquartile range (IQR) | 0.3 |
Descriptive statistics
| Standard deviation | 0.30564202 |
|---|---|
| Coefficient of variation (CV) | 0.093673123 |
| Kurtosis | 2.4002381 |
| Mean | 3.2628571 |
| Median Absolute Deviation (MAD) | 0.14 |
| Skewness | -0.65968543 |
| Sum | 662.36 |
| Variance | 0.093417044 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=36)
| Value | Count | Frequency (%) |
| 3.4 | 20 | 9.9% |
| 3.15 | 14 | 6.9% |
| 3.03 | 14 | 6.9% |
| 3.23 | 14 | 6.9% |
| 3.39 | 13 | 6.4% |
| 2.64 | 10 | 4.9% |
| 3.35 | 9 | 4.4% |
| 3.29 | 9 | 4.4% |
| 3.46 | 8 | 3.9% |
| 3.07 | 6 | 3.0% |
| Other values (26) | 86 |
| Value | Count | Frequency (%) |
| 2.07 | 1 | 0.5% |
| 2.19 | 2 | 1.0% |
| 2.64 | 10 | |
| 2.68 | 2 | 1.0% |
| 2.76 | 1 | 0.5% |
| 2.8 | 2 | 1.0% |
| 2.87 | 1 | 0.5% |
| 2.9 | 3 | 1.5% |
| 3.03 | 14 | |
| 3.07 | 6 |
| Value | Count | Frequency (%) |
| 4.17 | 2 | 1.0% |
| 3.9 | 3 | 1.5% |
| 3.86 | 4 | |
| 3.64 | 5 | |
| 3.58 | 6 | |
| 3.54 | 4 | |
| 3.52 | 5 | |
| 3.5 | 6 | |
| 3.47 | 4 | |
| 3.46 | 8 |
taux_compression
Real number (ℝ)
| Distinct | 32 |
|---|---|
| Distinct (%) | 15.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.15133 |
| Minimum | 7 |
|---|---|
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 7 |
|---|---|
| 5-th percentile | 7.5 |
| Q1 | 8.55 |
| median | 9 |
| Q3 | 9.4 |
| 95-th percentile | 21.86 |
| Maximum | 23 |
| Range | 16 |
| Interquartile range (IQR) | 0.85 |
Descriptive statistics
| Standard deviation | 3.9905801 |
|---|---|
| Coefficient of variation (CV) | 0.39310909 |
| Kurtosis | 5.1392945 |
| Mean | 10.15133 |
| Median Absolute Deviation (MAD) | 0.4 |
| Skewness | 2.5938477 |
| Sum | 2060.72 |
| Variance | 15.924729 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=32)
| Value | Count | Frequency (%) |
| 9 | 45 | |
| 9.4 | 26 | |
| 8.5 | 14 | 6.9% |
| 9.5 | 12 | 5.9% |
| 9.3 | 11 | 5.4% |
| 8.7 | 9 | 4.4% |
| 8 | 8 | 3.9% |
| 9.2 | 8 | 3.9% |
| 7 | 7 | 3.4% |
| 8.6 | 5 | 2.5% |
| Other values (22) | 58 |
| Value | Count | Frequency (%) |
| 7 | 7 | |
| 7.5 | 5 | 2.5% |
| 7.6 | 4 | 2.0% |
| 7.7 | 2 | 1.0% |
| 7.8 | 1 | 0.5% |
| 8 | 8 | |
| 8.1 | 2 | 1.0% |
| 8.3 | 3 | 1.5% |
| 8.4 | 5 | 2.5% |
| 8.5 | 14 |
| Value | Count | Frequency (%) |
| 23 | 5 | |
| 22.7 | 1 | 0.5% |
| 22.5 | 3 | |
| 22 | 1 | 0.5% |
| 21.9 | 1 | 0.5% |
| 21.5 | 4 | |
| 21 | 5 | |
| 11.5 | 1 | 0.5% |
| 10.1 | 1 | 0.5% |
| 10 | 3 |
chevaux
Real number (ℝ)
| Distinct | 59 |
|---|---|
| Distinct (%) | 29.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 104.39901 |
| Minimum | 48 |
|---|---|
| Maximum | 288 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 48 |
|---|---|
| 5-th percentile | 62 |
| Q1 | 70 |
| median | 95 |
| Q3 | 116 |
| 95-th percentile | 181.4 |
| Maximum | 288 |
| Range | 240 |
| Interquartile range (IQR) | 46 |
Descriptive statistics
| Standard deviation | 39.631013 |
|---|---|
| Coefficient of variation (CV) | 0.37961099 |
| Kurtosis | 2.6470236 |
| Mean | 104.39901 |
| Median Absolute Deviation (MAD) | 25 |
| Skewness | 1.3928436 |
| Sum | 21193 |
| Variance | 1570.6172 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 68 | 19 | 9.4% |
| 70 | 11 | 5.4% |
| 116 | 9 | 4.4% |
| 69 | 9 | 4.4% |
| 110 | 8 | 3.9% |
| 95 | 7 | 3.4% |
| 114 | 6 | 3.0% |
| 160 | 6 | 3.0% |
| 101 | 6 | 3.0% |
| 62 | 6 | 3.0% |
| Other values (49) | 116 |
| Value | Count | Frequency (%) |
| 48 | 1 | 0.5% |
| 52 | 2 | 1.0% |
| 55 | 1 | 0.5% |
| 56 | 2 | 1.0% |
| 58 | 1 | 0.5% |
| 60 | 1 | 0.5% |
| 62 | 6 | 3.0% |
| 64 | 1 | 0.5% |
| 68 | 19 | |
| 69 | 9 |
| Value | Count | Frequency (%) |
| 288 | 1 | 0.5% |
| 262 | 1 | 0.5% |
| 207 | 3 | |
| 200 | 1 | 0.5% |
| 184 | 2 | |
| 182 | 3 | |
| 176 | 2 | |
| 175 | 1 | 0.5% |
| 162 | 2 | |
| 161 | 2 |
tour_moteur
Real number (ℝ)
| Distinct | 22 |
|---|---|
| Distinct (%) | 10.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 5127.8325 |
| Minimum | 4150 |
|---|---|
| Maximum | 6600 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 4150 |
|---|---|
| 5-th percentile | 4250 |
| Q1 | 4800 |
| median | 5200 |
| Q3 | 5500 |
| 95-th percentile | 5990 |
| Maximum | 6600 |
| Range | 2450 |
| Interquartile range (IQR) | 700 |
Descriptive statistics
| Standard deviation | 478.5252 |
|---|---|
| Coefficient of variation (CV) | 0.093319195 |
| Kurtosis | 0.074796639 |
| Mean | 5127.8325 |
| Median Absolute Deviation (MAD) | 300 |
| Skewness | 0.060106102 |
| Sum | 1040950 |
| Variance | 228986.37 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=22)
| Value | Count | Frequency (%) |
| 5500 | 37 | |
| 4800 | 35 | |
| 5000 | 27 | |
| 5200 | 23 | |
| 5400 | 13 | 6.4% |
| 6000 | 9 | 4.4% |
| 4500 | 7 | 3.4% |
| 5800 | 7 | 3.4% |
| 5250 | 7 | 3.4% |
| 5100 | 5 | 2.5% |
| Other values (12) | 33 |
| Value | Count | Frequency (%) |
| 4150 | 5 | 2.5% |
| 4200 | 5 | 2.5% |
| 4250 | 3 | 1.5% |
| 4350 | 4 | 2.0% |
| 4400 | 3 | 1.5% |
| 4500 | 7 | 3.4% |
| 4650 | 1 | 0.5% |
| 4750 | 4 | 2.0% |
| 4800 | 35 | |
| 5000 | 27 |
| Value | Count | Frequency (%) |
| 6600 | 2 | 1.0% |
| 6000 | 9 | 4.4% |
| 5900 | 3 | 1.5% |
| 5800 | 7 | 3.4% |
| 5750 | 1 | 0.5% |
| 5600 | 1 | 0.5% |
| 5500 | 37 | |
| 5400 | 13 | 6.4% |
| 5300 | 1 | 0.5% |
| 5250 | 7 | 3.4% |
consommation_ville
Real number (ℝ)
| Distinct | 28 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.157635 |
| Minimum | 13 |
|---|---|
| Maximum | 49 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 16 |
| Q1 | 19 |
| median | 24 |
| Q3 | 30 |
| 95-th percentile | 37 |
| Maximum | 49 |
| Range | 36 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 6.5441969 |
|---|---|
| Coefficient of variation (CV) | 0.26012766 |
| Kurtosis | 0.62760432 |
| Mean | 25.157635 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.68935098 |
| Sum | 5107 |
| Variance | 42.826513 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=28)
| Value | Count | Frequency (%) |
| 31 | 27 | |
| 19 | 27 | |
| 24 | 22 | |
| 27 | 14 | 6.9% |
| 17 | 13 | 6.4% |
| 26 | 12 | 5.9% |
| 23 | 12 | 5.9% |
| 21 | 8 | 3.9% |
| 25 | 8 | 3.9% |
| 30 | 8 | 3.9% |
| Other values (18) | 52 |
| Value | Count | Frequency (%) |
| 13 | 1 | 0.5% |
| 14 | 2 | 1.0% |
| 15 | 3 | 1.5% |
| 16 | 6 | 3.0% |
| 17 | 13 | |
| 18 | 3 | 1.5% |
| 19 | 27 | |
| 20 | 3 | 1.5% |
| 21 | 8 | 3.9% |
| 22 | 4 | 2.0% |
| Value | Count | Frequency (%) |
| 49 | 1 | 0.5% |
| 47 | 1 | 0.5% |
| 45 | 1 | 0.5% |
| 38 | 7 | 3.4% |
| 37 | 6 | 3.0% |
| 36 | 1 | 0.5% |
| 35 | 1 | 0.5% |
| 34 | 1 | 0.5% |
| 33 | 1 | 0.5% |
| 31 | 27 |
consommation_autoroute
Real number (ℝ)
| Distinct | 30 |
|---|---|
| Distinct (%) | 14.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 30.694581 |
| Minimum | 16 |
|---|---|
| Maximum | 54 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 16 |
|---|---|
| 5-th percentile | 22 |
| Q1 | 25 |
| median | 30 |
| Q3 | 34 |
| 95-th percentile | 42.9 |
| Maximum | 54 |
| Range | 38 |
| Interquartile range (IQR) | 9 |
Descriptive statistics
| Standard deviation | 6.8963558 |
|---|---|
| Coefficient of variation (CV) | 0.22467665 |
| Kurtosis | 0.46822061 |
| Mean | 30.694581 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.56200855 |
| Sum | 6231 |
| Variance | 47.559723 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=30)
| Value | Count | Frequency (%) |
| 25 | 19 | 9.4% |
| 38 | 17 | 8.4% |
| 24 | 17 | 8.4% |
| 30 | 16 | 7.9% |
| 32 | 16 | 7.9% |
| 34 | 14 | 6.9% |
| 28 | 13 | 6.4% |
| 37 | 12 | 5.9% |
| 29 | 10 | 4.9% |
| 33 | 9 | 4.4% |
| Other values (20) | 60 |
| Value | Count | Frequency (%) |
| 16 | 2 | 1.0% |
| 17 | 1 | 0.5% |
| 18 | 2 | 1.0% |
| 19 | 2 | 1.0% |
| 20 | 2 | 1.0% |
| 22 | 8 | |
| 23 | 7 | 3.4% |
| 24 | 17 | |
| 25 | 19 | |
| 26 | 3 | 1.5% |
| Value | Count | Frequency (%) |
| 54 | 1 | 0.5% |
| 53 | 1 | 0.5% |
| 50 | 1 | 0.5% |
| 47 | 2 | 1.0% |
| 46 | 2 | 1.0% |
| 43 | 4 | 2.0% |
| 42 | 3 | 1.5% |
| 41 | 3 | 1.5% |
| 39 | 2 | 1.0% |
| 38 | 17 |
prix
Real number (ℝ)
| Distinct | 187 |
|---|---|
| Distinct (%) | 92.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 13347.2 |
| Minimum | 5151 |
|---|---|
| Maximum | 45400 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 3.2 KiB |
Quantile statistics
| Minimum | 5151 |
|---|---|
| 5-th percentile | 6229 |
| Q1 | 7847 |
| median | 10345 |
| Q3 | 16509 |
| 95-th percentile | 32500.2 |
| Maximum | 45400 |
| Range | 40249 |
| Interquartile range (IQR) | 8662 |
Descriptive statistics
| Standard deviation | 7995.7399 |
|---|---|
| Coefficient of variation (CV) | 0.59905745 |
| Kurtosis | 3.0206407 |
| Mean | 13347.2 |
| Median Absolute Deviation (MAD) | 3300 |
| Skewness | 1.7716934 |
| Sum | 2709481.7 |
| Variance | 63931856 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 8921 | 2 | 1.0% |
| 18150 | 2 | 1.0% |
| 7898 | 2 | 1.0% |
| 8916.5 | 2 | 1.0% |
| 7775 | 2 | 1.0% |
| 8845 | 2 | 1.0% |
| 7295 | 2 | 1.0% |
| 7609 | 2 | 1.0% |
| 6692 | 2 | 1.0% |
| 6229 | 2 | 1.0% |
| Other values (177) | 183 |
| Value | Count | Frequency (%) |
| 5151 | 1 | |
| 5195 | 1 | |
| 5348 | 1 | |
| 5389 | 1 | |
| 5399 | 1 | |
| 5499 | 1 | |
| 5572 | 2 | |
| 6095 | 1 | |
| 6189 | 1 | |
| 6229 | 2 |
| Value | Count | Frequency (%) |
| 45400 | 1 | |
| 41315 | 1 | |
| 40960 | 1 | |
| 37028 | 1 | |
| 36880 | 1 | |
| 36000 | 1 | |
| 35550 | 1 | |
| 35056 | 1 | |
| 34184 | 1 | |
| 34028 | 1 |
marque
Categorical
| Distinct | 28 |
|---|---|
| Distinct (%) | 13.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| toyota | |
|---|---|
| nissan | |
| mazda | |
| mitsubishi | |
| honda | |
| Other values (23) |
Length
| Max length | 11 |
|---|---|
| Median length | 10 |
| Mean length | 6.1477833 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1248 |
|---|---|
| Distinct characters | 27 |
| Distinct categories | 3 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 5 ? |
|---|---|
| Unique (%) | 2.5% |
Sample
| 1st row | alfa-romero |
|---|---|
| 2nd row | alfa-romero |
| 3rd row | alfa-romero |
| 4th row | audi |
| 5th row | audi |
Common Values
| Value | Count | Frequency (%) |
| toyota | 31 | |
| nissan | 17 | 8.4% |
| mazda | 15 | 7.4% |
| mitsubishi | 13 | 6.4% |
| honda | 13 | 6.4% |
| peugeot | 11 | 5.4% |
| volvo | 11 | 5.4% |
| subaru | 10 | 4.9% |
| volkswagen | 9 | 4.4% |
| dodge | 9 | 4.4% |
| Other values (18) | 64 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| toyota | 31 | |
| nissan | 18 | 8.9% |
| mazda | 15 | 7.4% |
| mitsubishi | 13 | 6.4% |
| honda | 13 | 6.4% |
| peugeot | 11 | 5.4% |
| volvo | 11 | 5.4% |
| subaru | 10 | 4.9% |
| volkswagen | 9 | 4.4% |
| dodge | 9 | 4.4% |
| Other values (17) | 63 |
Most occurring characters
| Value | Count | Frequency (%) |
| o | 150 | |
| a | 150 | |
| t | 100 | 8.0% |
| s | 97 | 7.8% |
| u | 81 | 6.5% |
| i | 76 | 6.1% |
| n | 60 | 4.8% |
| e | 58 | 4.6% |
| d | 55 | 4.4% |
| m | 49 | 3.9% |
| Other values (17) | 372 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1244 | |
| Dash Punctuation | 3 | 0.2% |
| Uppercase Letter | 1 | 0.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| o | 150 | |
| a | 150 | |
| t | 100 | 8.0% |
| s | 97 | 7.8% |
| u | 81 | 6.5% |
| i | 76 | 6.1% |
| n | 60 | 4.8% |
| e | 58 | 4.7% |
| d | 55 | 4.4% |
| m | 49 | 3.9% |
| Other values (15) | 368 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 3 |
Uppercase Letter
| Value | Count | Frequency (%) |
| N | 1 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1245 | |
| Common | 3 | 0.2% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| o | 150 | |
| a | 150 | |
| t | 100 | 8.0% |
| s | 97 | 7.8% |
| u | 81 | 6.5% |
| i | 76 | 6.1% |
| n | 60 | 4.8% |
| e | 58 | 4.7% |
| d | 55 | 4.4% |
| m | 49 | 3.9% |
| Other values (16) | 369 |
Common
| Value | Count | Frequency (%) |
| - | 3 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1248 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| o | 150 | |
| a | 150 | |
| t | 100 | 8.0% |
| s | 97 | 7.8% |
| u | 81 | 6.5% |
| i | 76 | 6.1% |
| n | 60 | 4.8% |
| e | 58 | 4.6% |
| d | 55 | 4.4% |
| m | 49 | 3.9% |
| Other values (17) | 372 |
modèle
Categorical
HIGH CARDINALITY UNIFORM
| Distinct | 141 |
|---|---|
| Distinct (%) | 69.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 3.2 KiB |
| corolla | 6 |
|---|---|
| corona | 6 |
| 504 | 6 |
| dl | 4 |
| civic | 3 |
| Other values (136) |
Length
| Max length | 25 |
|---|---|
| Median length | 18 |
| Mean length | 7.0788177 |
| Min length | 2 |
Characters and Unicode
| Total characters | 1437 |
|---|---|
| Distinct characters | 45 |
| Distinct categories | 7 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 102 ? |
|---|---|
| Unique (%) | 50.2% |
Sample
| 1st row | giulia |
|---|---|
| 2nd row | stelvio |
| 3rd row | Quadrifoglio |
| 4th row | 100 ls |
| 5th row | 100ls |
Common Values
| Value | Count | Frequency (%) |
| corolla | 6 | 3.0% |
| corona | 6 | 3.0% |
| 504 | 6 | 3.0% |
| dl | 4 | 2.0% |
| civic | 3 | 1.5% |
| mirage g4 | 3 | 1.5% |
| mark ii | 3 | 1.5% |
| g4 | 3 | 1.5% |
| rabbit | 3 | 1.5% |
| outlander | 3 | 1.5% |
| Other values (131) | 163 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| corolla | 12 | 4.2% |
| sw | 10 | 3.5% |
| corona | 9 | 3.2% |
| glc | 8 | 2.8% |
| custom | 8 | 2.8% |
| civic | 8 | 2.8% |
| 504 | 7 | 2.5% |
| g4 | 6 | 2.1% |
| deluxe | 5 | 1.8% |
| mirage | 4 | 1.4% |
| Other values (141) | 206 |
Most occurring characters
| Value | Count | Frequency (%) |
| c | 108 | 7.5% |
| a | 107 | 7.4% |
| l | 103 | 7.2% |
| r | 100 | 7.0% |
| e | 100 | 7.0% |
| o | 93 | 6.5% |
| 82 | 5.7% | |
| i | 71 | 4.9% |
| t | 67 | 4.7% |
| s | 54 | 3.8% |
| Other values (35) | 552 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1128 | |
| Decimal Number | 179 | 12.5% |
| Space Separator | 82 | 5.7% |
| Close Punctuation | 13 | 0.9% |
| Open Punctuation | 13 | 0.9% |
| Uppercase Letter | 12 | 0.8% |
| Dash Punctuation | 10 | 0.7% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| c | 108 | 9.6% |
| a | 107 | 9.5% |
| l | 103 | 9.1% |
| r | 100 | 8.9% |
| e | 100 | 8.9% |
| o | 93 | 8.2% |
| i | 71 | 6.3% |
| t | 67 | 5.9% |
| s | 54 | 4.8% |
| u | 41 | 3.6% |
| Other values (15) | 284 |
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 44 | |
| 4 | 37 | |
| 1 | 23 | |
| 2 | 21 | |
| 5 | 18 | |
| 9 | 12 | 6.7% |
| 6 | 12 | 6.7% |
| 3 | 10 | 5.6% |
| 7 | 2 | 1.1% |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 4 | |
| D | 3 | |
| U | 1 | 8.3% |
| X | 1 | 8.3% |
| Q | 1 | 8.3% |
| V | 1 | 8.3% |
| C | 1 | 8.3% |
Space Separator
| Value | Count | Frequency (%) |
| 82 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 13 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 13 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 10 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 1140 | |
| Common | 297 | 20.7% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| c | 108 | 9.5% |
| a | 107 | 9.4% |
| l | 103 | 9.0% |
| r | 100 | 8.8% |
| e | 100 | 8.8% |
| o | 93 | 8.2% |
| i | 71 | 6.2% |
| t | 67 | 5.9% |
| s | 54 | 4.7% |
| u | 41 | 3.6% |
| Other values (22) | 296 |
Common
| Value | Count | Frequency (%) |
| 82 | ||
| 0 | 44 | |
| 4 | 37 | |
| 1 | 23 | 7.7% |
| 2 | 21 | 7.1% |
| 5 | 18 | 6.1% |
| ) | 13 | 4.4% |
| ( | 13 | 4.4% |
| 9 | 12 | 4.0% |
| 6 | 12 | 4.0% |
| Other values (3) | 22 | 7.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1437 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| c | 108 | 7.5% |
| a | 107 | 7.4% |
| l | 103 | 7.2% |
| r | 100 | 7.0% |
| e | 100 | 7.0% |
| o | 93 | 6.5% |
| 82 | 5.7% | |
| i | 71 | 4.9% |
| t | 67 | 4.7% |
| s | 54 | 3.8% |
| Other values (35) | 552 |
| etat_de_route | empattement | longueur | largeur | hauteur | poids_vehicule | taille_moteur | taux_alésage | course | taux_compression | chevaux | tour_moteur | consommation_ville | consommation_autoroute | prix | carburant | turbo | nombre_portes | type_vehicule | roues_motrices | emplacement_moteur | type_moteur | nombre_cylindres | systeme_carburant | marque | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| etat_de_route | 1.000 | -0.537 | -0.394 | -0.250 | -0.527 | -0.258 | -0.175 | -0.173 | -0.016 | 0.029 | -0.006 | 0.283 | -0.019 | 0.053 | -0.143 | 0.219 | 0.181 | 0.682 | 0.334 | 0.266 | 0.271 | 0.221 | 0.160 | 0.269 | 0.445 |
| empattement | -0.537 | 1.000 | 0.912 | 0.811 | 0.636 | 0.766 | 0.646 | 0.551 | 0.221 | -0.131 | 0.501 | -0.317 | -0.493 | -0.538 | 0.682 | 0.340 | 0.309 | 0.444 | 0.332 | 0.417 | 0.568 | 0.355 | 0.316 | 0.226 | 0.510 |
| longueur | -0.394 | 0.912 | 1.000 | 0.887 | 0.529 | 0.891 | 0.780 | 0.658 | 0.176 | -0.194 | 0.657 | -0.277 | -0.669 | -0.697 | 0.804 | 0.104 | 0.206 | 0.362 | 0.239 | 0.409 | 0.000 | 0.315 | 0.356 | 0.326 | 0.490 |
| largeur | -0.250 | 0.811 | 0.887 | 1.000 | 0.353 | 0.865 | 0.770 | 0.630 | 0.230 | -0.149 | 0.686 | -0.207 | -0.688 | -0.701 | 0.811 | 0.231 | 0.300 | 0.304 | 0.124 | 0.402 | 0.159 | 0.368 | 0.567 | 0.246 | 0.515 |
| hauteur | -0.527 | 0.636 | 0.529 | 0.353 | 1.000 | 0.346 | 0.198 | 0.222 | -0.024 | 0.004 | 0.008 | -0.300 | -0.064 | -0.129 | 0.241 | 0.275 | 0.232 | 0.545 | 0.498 | 0.361 | 0.282 | 0.384 | 0.350 | 0.291 | 0.460 |
| poids_vehicule | -0.258 | 0.766 | 0.891 | 0.865 | 0.346 | 1.000 | 0.877 | 0.720 | 0.150 | -0.216 | 0.806 | -0.245 | -0.811 | -0.832 | 0.909 | 0.303 | 0.374 | 0.276 | 0.230 | 0.454 | 0.097 | 0.325 | 0.482 | 0.290 | 0.486 |
| taille_moteur | -0.175 | 0.646 | 0.780 | 0.770 | 0.198 | 0.877 | 1.000 | 0.716 | 0.284 | -0.233 | 0.815 | -0.281 | -0.729 | -0.719 | 0.826 | 0.155 | 0.268 | 0.208 | 0.201 | 0.467 | 0.618 | 0.527 | 0.642 | 0.331 | 0.513 |
| taux_alésage | -0.173 | 0.551 | 0.658 | 0.630 | 0.222 | 0.720 | 0.716 | 1.000 | -0.065 | -0.170 | 0.655 | -0.294 | -0.633 | -0.632 | 0.672 | 0.167 | 0.346 | 0.164 | 0.154 | 0.441 | 0.326 | 0.412 | 0.258 | 0.348 | 0.528 |
| course | -0.016 | 0.221 | 0.176 | 0.230 | -0.024 | 0.150 | 0.284 | -0.065 | 1.000 | -0.066 | 0.117 | -0.087 | -0.010 | -0.014 | 0.090 | 0.380 | 0.271 | 0.120 | 0.165 | 0.356 | 0.618 | 0.404 | 0.248 | 0.308 | 0.604 |
| taux_compression | 0.029 | -0.131 | -0.194 | -0.149 | 0.004 | -0.216 | -0.233 | -0.170 | -0.066 | 1.000 | -0.353 | -0.015 | 0.477 | 0.443 | -0.172 | 0.993 | 0.553 | 0.187 | 0.047 | 0.111 | 0.000 | 0.336 | 0.521 | 0.518 | 0.483 |
| chevaux | -0.006 | 0.501 | 0.657 | 0.686 | 0.008 | 0.806 | 0.815 | 0.655 | 0.117 | -0.353 | 1.000 | 0.107 | -0.911 | -0.884 | 0.854 | 0.221 | 0.341 | 0.164 | 0.188 | 0.400 | 0.843 | 0.518 | 0.564 | 0.317 | 0.453 |
| tour_moteur | 0.283 | -0.317 | -0.277 | -0.207 | -0.300 | -0.245 | -0.281 | -0.294 | -0.087 | -0.015 | 0.107 | 1.000 | -0.122 | -0.050 | -0.077 | 0.594 | 0.310 | 0.239 | 0.071 | 0.246 | 0.447 | 0.362 | 0.282 | 0.363 | 0.463 |
| consommation_ville | -0.019 | -0.493 | -0.669 | -0.688 | -0.064 | -0.811 | -0.729 | -0.633 | -0.010 | 0.477 | -0.911 | -0.122 | 1.000 | 0.968 | -0.828 | 0.433 | 0.195 | 0.000 | 0.000 | 0.377 | 0.108 | 0.204 | 0.423 | 0.311 | 0.341 |
| consommation_autoroute | 0.053 | -0.538 | -0.697 | -0.701 | -0.129 | -0.832 | -0.719 | -0.632 | -0.014 | 0.443 | -0.884 | -0.050 | 0.968 | 1.000 | -0.822 | 0.335 | 0.316 | 0.120 | 0.000 | 0.434 | 0.098 | 0.329 | 0.500 | 0.338 | 0.403 |
| prix | -0.143 | 0.682 | 0.804 | 0.811 | 0.241 | 0.909 | 0.826 | 0.672 | 0.090 | -0.172 | 0.854 | -0.077 | -0.828 | -0.822 | 1.000 | 0.329 | 0.404 | 0.000 | 0.229 | 0.444 | 0.450 | 0.285 | 0.430 | 0.287 | 0.369 |
| carburant | 0.219 | 0.340 | 0.104 | 0.231 | 0.275 | 0.303 | 0.155 | 0.167 | 0.380 | 0.993 | 0.221 | 0.594 | 0.433 | 0.335 | 0.329 | 1.000 | 0.373 | 0.161 | 0.174 | 0.085 | 0.000 | 0.247 | 0.154 | 0.985 | 0.381 |
| turbo | 0.181 | 0.309 | 0.206 | 0.300 | 0.232 | 0.374 | 0.268 | 0.346 | 0.271 | 0.553 | 0.341 | 0.310 | 0.195 | 0.316 | 0.404 | 0.373 | 1.000 | 0.000 | 0.000 | 0.114 | 0.000 | 0.146 | 0.196 | 0.609 | 0.377 |
| nombre_portes | 0.682 | 0.444 | 0.362 | 0.304 | 0.545 | 0.276 | 0.208 | 0.164 | 0.120 | 0.187 | 0.164 | 0.239 | 0.000 | 0.120 | 0.000 | 0.161 | 0.000 | 1.000 | 0.739 | 0.051 | 0.068 | 0.202 | 0.135 | 0.246 | 0.344 |
| type_vehicule | 0.334 | 0.332 | 0.239 | 0.124 | 0.498 | 0.230 | 0.201 | 0.154 | 0.165 | 0.047 | 0.188 | 0.071 | 0.000 | 0.000 | 0.229 | 0.174 | 0.000 | 0.739 | 1.000 | 0.212 | 0.438 | 0.145 | 0.067 | 0.144 | 0.356 |
| roues_motrices | 0.266 | 0.417 | 0.409 | 0.402 | 0.361 | 0.454 | 0.467 | 0.441 | 0.356 | 0.111 | 0.400 | 0.246 | 0.377 | 0.434 | 0.444 | 0.085 | 0.114 | 0.051 | 0.212 | 1.000 | 0.123 | 0.442 | 0.334 | 0.385 | 0.602 |
| emplacement_moteur | 0.271 | 0.568 | 0.000 | 0.159 | 0.282 | 0.097 | 0.618 | 0.326 | 0.618 | 0.000 | 0.843 | 0.447 | 0.108 | 0.098 | 0.450 | 0.000 | 0.000 | 0.068 | 0.438 | 0.123 | 1.000 | 0.436 | 0.287 | 0.000 | 0.728 |
| type_moteur | 0.221 | 0.355 | 0.315 | 0.368 | 0.384 | 0.325 | 0.527 | 0.412 | 0.404 | 0.336 | 0.518 | 0.362 | 0.204 | 0.329 | 0.285 | 0.247 | 0.146 | 0.202 | 0.145 | 0.442 | 0.436 | 1.000 | 0.546 | 0.375 | 0.625 |
| nombre_cylindres | 0.160 | 0.316 | 0.356 | 0.567 | 0.350 | 0.482 | 0.642 | 0.258 | 0.248 | 0.521 | 0.564 | 0.282 | 0.423 | 0.500 | 0.430 | 0.154 | 0.196 | 0.135 | 0.067 | 0.334 | 0.287 | 0.546 | 1.000 | 0.373 | 0.530 |
| systeme_carburant | 0.269 | 0.226 | 0.326 | 0.246 | 0.291 | 0.290 | 0.331 | 0.348 | 0.308 | 0.518 | 0.317 | 0.363 | 0.311 | 0.338 | 0.287 | 0.985 | 0.609 | 0.246 | 0.144 | 0.385 | 0.000 | 0.375 | 0.373 | 1.000 | 0.490 |
| marque | 0.445 | 0.510 | 0.490 | 0.515 | 0.460 | 0.486 | 0.513 | 0.528 | 0.604 | 0.483 | 0.453 | 0.463 | 0.341 | 0.403 | 0.369 | 0.381 | 0.377 | 0.344 | 0.356 | 0.602 | 0.728 | 0.625 | 0.530 | 0.490 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| etat_de_route | carburant | turbo | nombre_portes | type_vehicule | roues_motrices | emplacement_moteur | empattement | longueur | largeur | hauteur | poids_vehicule | type_moteur | nombre_cylindres | taille_moteur | systeme_carburant | taux_alésage | course | taux_compression | chevaux | tour_moteur | consommation_ville | consommation_autoroute | prix | marque | modèle | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 3 | essence | atmosphérique | deux | convertible | propulsion | avant | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | 13495.000 | alfa-romero | giulia |
| 1 | 3 | essence | atmosphérique | deux | convertible | propulsion | avant | 88.6 | 168.8 | 64.1 | 48.8 | 2548 | dohc | four | 130 | mpfi | 3.47 | 2.68 | 9.0 | 111 | 5000 | 21 | 27 | 16500.000 | alfa-romero | stelvio |
| 2 | 1 | essence | atmosphérique | deux | berline compacte | propulsion | avant | 94.5 | 171.2 | 65.5 | 52.4 | 2823 | ohcv | six | 152 | mpfi | 2.68 | 3.47 | 9.0 | 154 | 5000 | 19 | 26 | 16500.000 | alfa-romero | Quadrifoglio |
| 3 | 2 | essence | atmosphérique | quatre | berline | traction | avant | 99.8 | 176.6 | 66.2 | 54.3 | 2337 | ohc | four | 109 | mpfi | 3.19 | 3.40 | 10.0 | 102 | 5500 | 24 | 30 | 13950.000 | audi | 100 ls |
| 4 | 2 | essence | atmosphérique | quatre | berline | quatre roues motrices | avant | 99.4 | 176.6 | 66.4 | 54.3 | 2824 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.0 | 115 | 5500 | 18 | 22 | 17450.000 | audi | 100ls |
| 5 | 2 | essence | atmosphérique | deux | berline | traction | avant | 99.8 | 177.3 | 66.3 | 53.1 | 2507 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 15250.000 | audi | fox |
| 6 | 1 | essence | atmosphérique | quatre | berline | traction | avant | 105.8 | 192.7 | 71.4 | 55.7 | 2844 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 17710.000 | audi | 100ls |
| 7 | 1 | essence | atmosphérique | quatre | break | traction | avant | 105.8 | 192.7 | 71.4 | 55.7 | 2954 | ohc | five | 136 | mpfi | 3.19 | 3.40 | 8.5 | 110 | 5500 | 19 | 25 | 18920.000 | audi | 5000 |
| 8 | 1 | essence | turbo | quatre | berline | traction | avant | 105.8 | 192.7 | 71.4 | 55.9 | 3086 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 8.3 | 140 | 5500 | 17 | 20 | 23875.000 | audi | 4000 |
| 9 | 0 | essence | turbo | deux | berline compacte | quatre roues motrices | avant | 99.5 | 178.2 | 67.9 | 52.0 | 3053 | ohc | five | 131 | mpfi | 3.13 | 3.40 | 7.0 | 160 | 5500 | 16 | 22 | 17859.167 | audi | 5000s (diesel) |
| etat_de_route | carburant | turbo | nombre_portes | type_vehicule | roues_motrices | emplacement_moteur | empattement | longueur | largeur | hauteur | poids_vehicule | type_moteur | nombre_cylindres | taille_moteur | systeme_carburant | taux_alésage | course | taux_compression | chevaux | tour_moteur | consommation_ville | consommation_autoroute | prix | marque | modèle | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 195 | -1 | essence | atmosphérique | quatre | break | propulsion | avant | 104.3 | 188.8 | 67.2 | 57.5 | 3034 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | 13415.0 | volvo | 144ea |
| 196 | -2 | essence | atmosphérique | quatre | berline | propulsion | avant | 104.3 | 188.8 | 67.2 | 56.2 | 2935 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | 15985.0 | volvo | 244dl |
| 197 | -1 | essence | atmosphérique | quatre | break | propulsion | avant | 104.3 | 188.8 | 67.2 | 57.5 | 3042 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 24 | 28 | 16515.0 | volvo | 245 |
| 198 | -2 | essence | turbo | quatre | berline | propulsion | avant | 104.3 | 188.8 | 67.2 | 56.2 | 3045 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | 18420.0 | volvo | 264gl |
| 199 | -1 | essence | turbo | quatre | break | propulsion | avant | 104.3 | 188.8 | 67.2 | 57.5 | 3157 | ohc | four | 130 | mpfi | 3.62 | 3.15 | 7.5 | 162 | 5100 | 17 | 22 | 18950.0 | volvo | diesel |
| 200 | -1 | essence | atmosphérique | quatre | berline | propulsion | avant | 109.1 | 188.8 | 68.9 | 55.5 | 2952 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 23 | 28 | 16845.0 | volvo | 145e (sw) |
| 201 | -1 | essence | turbo | quatre | berline | propulsion | avant | 109.1 | 188.8 | 68.8 | 55.5 | 3049 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 8.7 | 160 | 5300 | 19 | 25 | 19045.0 | volvo | 144ea |
| 202 | -1 | essence | atmosphérique | quatre | berline | propulsion | avant | 109.1 | 188.8 | 68.9 | 55.5 | 3012 | ohcv | six | 173 | mpfi | 3.58 | 2.87 | 8.8 | 134 | 5500 | 18 | 23 | 21485.0 | volvo | 244dl |
| 203 | -1 | diesel | turbo | quatre | berline | propulsion | avant | 109.1 | 188.8 | 68.9 | 55.5 | 3217 | ohc | six | 145 | idi | 3.01 | 3.40 | 23.0 | 106 | 4800 | 26 | 27 | 22470.0 | volvo | 246 |
| 204 | -1 | essence | turbo | quatre | berline | propulsion | avant | 109.1 | 188.8 | 68.9 | 55.5 | 3062 | ohc | four | 141 | mpfi | 3.78 | 3.15 | 9.5 | 114 | 5400 | 19 | 25 | 22625.0 | volvo | 264gl |